@article{taskorientedfeaturecompressionfor, title = {Task-Oriented Feature Compression for Multimodal Understanding via Device-Edge Co-Inference}, author = {Cheng Yuan and Zhening Liu and Jiashu Lv and Jiawei Shao and Yufei Jiang and Jun Zhang and Xuelong Li}, year = {2025}, eprint = {2503.12926}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.12926v1}, }